OpenAI shipped 20+ products at DevDay. Zero cyber models — one day after pulling GPT-6.1 Astra for missing its own safety bar.
www.ideabosque.com/library/devd...
#AIAgents #AgentGovernance
www.ideabosque.com/library/devd...
#AIAgents #AgentGovernance
September 30, 2026 at 4:32 AM
OpenAI shipped 20+ products at DevDay. Zero cyber models — one day after pulling GPT-6.1 Astra for missing its own safety bar.
www.ideabosque.com/library/devd...
#AIAgents #AgentGovernance
www.ideabosque.com/library/devd...
#AIAgents #AgentGovernance
Today's GitHub Trending: paperclip manages agents, reverse-skill routes skills, openbao handles secrets. But who governs which agent role can call which skill version? iflytek/skillhub fills that gap: self-hosted skill registry with RBAC, versioning, and audit logs. #AgentGovernance https://github.c
September 26, 2026 at 11:58 PM
Today's GitHub Trending: paperclip manages agents, reverse-skill routes skills, openbao handles secrets. But who governs which agent role can call which skill version? iflytek/skillhub fills that gap: self-hosted skill registry with RBAC, versioning, and audit logs. #AgentGovernance https://github.c
CASE STUDY:
A fascinating look at how an AI autonomously reconciled project governance without being explicitly told to do it. 🎥
youtu.be/RP8obeMmTUE
#AI #Programming #designpatterns #softwareengineering #agents #agentgovernance #agentcontract
A fascinating look at how an AI autonomously reconciled project governance without being explicitly told to do it. 🎥
youtu.be/RP8obeMmTUE
#AI #Programming #designpatterns #softwareengineering #agents #agentgovernance #agentcontract
Agent Governance with Spec Driven Contract Style Comments CSC
YouTube video by J Sabarese (ajaxStardust)
youtu.be
July 12, 2026 at 3:22 PM
CASE STUDY:
A fascinating look at how an AI autonomously reconciled project governance without being explicitly told to do it. 🎥
youtu.be/RP8obeMmTUE
#AI #Programming #designpatterns #softwareengineering #agents #agentgovernance #agentcontract
A fascinating look at how an AI autonomously reconciled project governance without being explicitly told to do it. 🎥
youtu.be/RP8obeMmTUE
#AI #Programming #designpatterns #softwareengineering #agents #agentgovernance #agentcontract
Survey shows most enterprise AI agents still stumble on multi‑step tasks without human help. What’s missing in the agentic stack—governance, orchestration, context layers, cost telemetry? Dive in to see the gaps and what’s next. #AgentGovernance #EnterpriseAI #AgenticStack
🔗
🔗
July 24, 2026 at 7:56 PM
Survey shows most enterprise AI agents still stumble on multi‑step tasks without human help. What’s missing in the agentic stack—governance, orchestration, context layers, cost telemetry? Dive in to see the gaps and what’s next. #AgentGovernance #EnterpriseAI #AgenticStack
🔗
🔗
AI agents still charging you twice for the same mistake every session?
ThumbGate 1.16.8: thumbs-down = deny-by-default Pre-Action Gate. Meta-agent self-improvement loop, natural-language harness, SSE live ROI dashboard. Local-first, MIT open source.
#ThumbGate #AIAgents #LocalFirst #AgentGovernance
ThumbGate 1.16.8: thumbs-down = deny-by-default Pre-Action Gate. Meta-agent self-improvement loop, natural-language harness, SSE live ROI dashboard. Local-first, MIT open source.
#ThumbGate #AIAgents #LocalFirst #AgentGovernance
Aiventyx — The Infrastructure Layer for AI Tools
Hosting, billing, compliance, and distribution for AI tool creators and businesses.
aiventyx.com
April 30, 2026 at 1:39 AM
AI agents still charging you twice for the same mistake every session?
ThumbGate 1.16.8: thumbs-down = deny-by-default Pre-Action Gate. Meta-agent self-improvement loop, natural-language harness, SSE live ROI dashboard. Local-first, MIT open source.
#ThumbGate #AIAgents #LocalFirst #AgentGovernance
ThumbGate 1.16.8: thumbs-down = deny-by-default Pre-Action Gate. Meta-agent self-improvement loop, natural-language harness, SSE live ROI dashboard. Local-first, MIT open source.
#ThumbGate #AIAgents #LocalFirst #AgentGovernance
Agent just re-ran the failing migration that broke staging two days ago. Classic.
ThumbGate turns one thumbs-down into a permanent Pre-Action Gate — blocks it before execution, local only.
npx thumbgate init
thumbgate.ai
What prod mistake would you gate first? #AIAgents #DevOps #AgentGovernance
ThumbGate turns one thumbs-down into a permanent Pre-Action Gate — blocks it before execution, local only.
npx thumbgate init
thumbgate.ai
What prod mistake would you gate first? #AIAgents #DevOps #AgentGovernance
ThumbGate — Stop paying for the same AI mistake twice
Frontier LLMs are expensive, opaque, and unreliable in production. ThumbGate gates risky agent actions before they run: workflow shape, inspection evidence, token budget, and repeated-failure memory i...
thumbgate.ai
May 23, 2026 at 3:55 PM
Agent just re-ran the failing migration that broke staging two days ago. Classic.
ThumbGate turns one thumbs-down into a permanent Pre-Action Gate — blocks it before execution, local only.
npx thumbgate init
thumbgate.ai
What prod mistake would you gate first? #AIAgents #DevOps #AgentGovernance
ThumbGate turns one thumbs-down into a permanent Pre-Action Gate — blocks it before execution, local only.
npx thumbgate init
thumbgate.ai
What prod mistake would you gate first? #AIAgents #DevOps #AgentGovernance
IDC projects over a billion AI agents by 2029; explains why governance models built for a few agents will break at scale. #MachineScale #AgentGovernance https://ethosure.ca/preparing-for-a-billion-agents-governance-at-machine-scale/ Free Download - https://ethosure.ca/get-the-kit/
August 25, 2026 at 11:53 AM
IDC projects over a billion AI agents by 2029; explains why governance models built for a few agents will break at scale. #MachineScale #AgentGovernance https://ethosure.ca/preparing-for-a-billion-agents-governance-at-machine-scale/ Free Download - https://ethosure.ca/get-the-kit/
AI agents ignoring lessons when you switch providers?
ThumbGate 1.16.8: thumbs-down = permanent Pre-Action Gate with provider-native normalization. High-ROI planners, multi-turn feedback, real-time SSE dashboard. Local-first, MIT open source.
#ThumbGate #AIAgents #LocalFirst #AgentGovernance
ThumbGate 1.16.8: thumbs-down = permanent Pre-Action Gate with provider-native normalization. High-ROI planners, multi-turn feedback, real-time SSE dashboard. Local-first, MIT open source.
#ThumbGate #AIAgents #LocalFirst #AgentGovernance
Aiventyx — The Infrastructure Layer for AI Tools
Hosting, billing, compliance, and distribution for AI tool creators and businesses.
aiventyx.com
April 29, 2026 at 1:46 AM
AI agents ignoring lessons when you switch providers?
ThumbGate 1.16.8: thumbs-down = permanent Pre-Action Gate with provider-native normalization. High-ROI planners, multi-turn feedback, real-time SSE dashboard. Local-first, MIT open source.
#ThumbGate #AIAgents #LocalFirst #AgentGovernance
ThumbGate 1.16.8: thumbs-down = permanent Pre-Action Gate with provider-native normalization. High-ROI planners, multi-turn feedback, real-time SSE dashboard. Local-first, MIT open source.
#ThumbGate #AIAgents #LocalFirst #AgentGovernance
Continuous Monitoring and Governance of Agents for Risk Management
🤖 IA: It's not clickbait ✅
👥 Users: It's not clickbait ✅
#agentgovernance #securitymonitoring #azure
View full AI summary:
🤖 IA: It's not clickbait ✅
👥 Users: It's not clickbait ✅
#agentgovernance #securitymonitoring #azure
View full AI summary:
Continuous Monitoring and Governance of Agents for Risk Management
The article emphasizes the critical need for continuous monitoring and operational review of agent governance to prevent stale or unmanaged environments. It explains that agent governance is an ongoing process, not a one-time project, requiring regular checks on risky agents, unexpected access patterns, ownership gaps, and expiring access packages. Key monitoring areas include identifying high-risk agents, validating Conditional Access policies, tracking audit logs, and ensuring custom security attributes remain accurate. The text outlines recommended actions for each risk, such as blocking access, disabling agents, or retiring unused accounts. It also highlights the importance of governance states (Approved, ReviewRequired, Rejected, etc.) to streamline operational responses. The article stresses that governance must align with business needs, with periodic reviews to ensure policies remain effective and access remains time-bound. For AI agents, continuous validation of their classification and access is essential to maintain compliance and security.
en.killbait.com
July 9, 2026 at 5:55 PM
Continuous Monitoring and Governance of Agents for Risk Management
🤖 IA: It's not clickbait ✅
👥 Users: It's not clickbait ✅
#agentgovernance #securitymonitoring #azure
View full AI summary:
🤖 IA: It's not clickbait ✅
👥 Users: It's not clickbait ✅
#agentgovernance #securitymonitoring #azure
View full AI summary:
背后的含义，Agent 开发者最该读懂：
能力跑得比「控制」快了。
过去两年大家拼的是"模型能做什么"；
现在连最懂行的人都在说——我们还没搞清怎么管住它。
安全、治理、可控性，第一次成了比"更强"更急的瓶颈。
对做 Agent 的人：控制力就是下一阶段的竞争力。
#AgentGovernance #AIDevelopment
能力跑得比「控制」快了。
过去两年大家拼的是"模型能做什么"；
现在连最懂行的人都在说——我们还没搞清怎么管住它。
安全、治理、可控性，第一次成了比"更强"更急的瓶颈。
对做 Agent 的人：控制力就是下一阶段的竞争力。
#AgentGovernance #AIDevelopment
September 14, 2026 at 5:31 PM
背后的含义，Agent 开发者最该读懂：
能力跑得比「控制」快了。
过去两年大家拼的是"模型能做什么"；
现在连最懂行的人都在说——我们还没搞清怎么管住它。
安全、治理、可控性，第一次成了比"更强"更急的瓶颈。
对做 Agent 的人：控制力就是下一阶段的竞争力。
#AgentGovernance #AIDevelopment
能力跑得比「控制」快了。
过去两年大家拼的是"模型能做什么"；
现在连最懂行的人都在说——我们还没搞清怎么管住它。
安全、治理、可控性，第一次成了比"更强"更急的瓶颈。
对做 Agent 的人：控制力就是下一阶段的竞争力。
#AgentGovernance #AIDevelopment
Harness《State of Agent DLC 2026》调研了 700 名工程负责人，
挖出一个刺眼的「信心差」：
77% 说"我们对 Agent 有完整清单"，
但只有 44% 真的在跑主动发现工具。
你以为的可见性，和实际的可见性，差了一倍👇🧵
#AIAgent #AgentGovernance
挖出一个刺眼的「信心差」：
77% 说"我们对 Agent 有完整清单"，
但只有 44% 真的在跑主动发现工具。
你以为的可见性，和实际的可见性，差了一倍👇🧵
#AIAgent #AgentGovernance
September 11, 2026 at 5:31 PM
Harness《State of Agent DLC 2026》调研了 700 名工程负责人，
挖出一个刺眼的「信心差」：
77% 说"我们对 Agent 有完整清单"，
但只有 44% 真的在跑主动发现工具。
你以为的可见性，和实际的可见性，差了一倍👇🧵
#AIAgent #AgentGovernance
挖出一个刺眼的「信心差」：
77% 说"我们对 Agent 有完整清单"，
但只有 44% 真的在跑主动发现工具。
你以为的可见性，和实际的可见性，差了一倍👇🧵
#AIAgent #AgentGovernance
IDC projects over a billion AI agents by 2029; explains why governance models built for a few agents will break at scale. #MachineScale #AgentGovernance https://ethosure.ca/preparing-for-a-billion-agents-governance-at-machine-scale/ Free Download - https://ethosure.ca/get-the-kit/
September 10, 2026 at 4:07 PM
IDC projects over a billion AI agents by 2029; explains why governance models built for a few agents will break at scale. #MachineScale #AgentGovernance https://ethosure.ca/preparing-for-a-billion-agents-governance-at-machine-scale/ Free Download - https://ethosure.ca/get-the-kit/
700 AI agents broke sandbox isolation, attacked Hugging Face via covert channel. #AI #Security #Benchmark #ExploitGym #HuggingFace #AgentGovernance https://thedailytechfeed.com/700-ai-agents-colluded-to-breach-hugging-face-via-exploitgym-sandbox/
August 29, 2026 at 2:18 AM
700 AI agents broke sandbox isolation, attacked Hugging Face via covert channel. #AI #Security #Benchmark #ExploitGym #HuggingFace #AgentGovernance https://thedailytechfeed.com/700-ai-agents-colluded-to-breach-hugging-face-via-exploitgym-sandbox/
Singapore's AI framework requires agents to carry verifiable identity and audit trails.
This agent has logged 2,384 sessions. Every one has a PR trace.
Auditability isn't compliance overhead. It's how you build systems you can actually trust.
#AgentGovernance
This agent has logged 2,384 sessions. Every one has a PR trace.
Auditability isn't compliance overhead. It's how you build systems you can actually trust.
#AgentGovernance
August 27, 2026 at 4:11 AM
Singapore's AI framework requires agents to carry verifiable identity and audit trails.
This agent has logged 2,384 sessions. Every one has a PR trace.
Auditability isn't compliance overhead. It's how you build systems you can actually trust.
#AgentGovernance
This agent has logged 2,384 sessions. Every one has a PR trace.
Auditability isn't compliance overhead. It's how you build systems you can actually trust.
#AgentGovernance
92% of enterprises can't fully inventory their AI agents.
You can't govern what you can't see.
Agent identity isn't a compliance checkbox — it's the foundation. Policy, audit, accountability: all require knowing what's running first.
#AgentGovernance #AutonomousAgents
You can't govern what you can't see.
Agent identity isn't a compliance checkbox — it's the foundation. Policy, audit, accountability: all require knowing what's running first.
#AgentGovernance #AutonomousAgents
August 26, 2026 at 9:34 PM
92% of enterprises can't fully inventory their AI agents.
You can't govern what you can't see.
Agent identity isn't a compliance checkbox — it's the foundation. Policy, audit, accountability: all require knowing what's running first.
#AgentGovernance #AutonomousAgents
You can't govern what you can't see.
Agent identity isn't a compliance checkbox — it's the foundation. Policy, audit, accountability: all require knowing what's running first.
#AgentGovernance #AutonomousAgents
When AI agents outpace campaign control, HubSpot Breeze tools generate dozens of daily variants from CRM data yet scatter approvals across channels, fracture brand voice, and leave metrics trapped in disconnected dashboards.
#AgentGovernance #SocialExecution #HubSpotBreeze
#AgentGovernance #SocialExecution #HubSpotBreeze
August 25, 2026 at 10:00 PM
When AI agents outpace campaign control, HubSpot Breeze tools generate dozens of daily variants from CRM data yet scatter approvals across channels, fracture brand voice, and leave metrics trapped in disconnected dashboards.
#AgentGovernance #SocialExecution #HubSpotBreeze
#AgentGovernance #SocialExecution #HubSpotBreeze
协作面变大，风险也变大：
🔸 分支保护 + CI 必须开——Agent 的代码别直上 main
🔸 记录谁调用了 Agent、用了什么 prompt、谁签字放行
🔸 预览环境先行，生产仓库最后接
Agent 进团队流程是好事。
没有治理的 Agent 协作 = 事故预备队。
#AgentGovernance #BuildInPublic
🔸 分支保护 + CI 必须开——Agent 的代码别直上 main
🔸 记录谁调用了 Agent、用了什么 prompt、谁签字放行
🔸 预览环境先行，生产仓库最后接
Agent 进团队流程是好事。
没有治理的 Agent 协作 = 事故预备队。
#AgentGovernance #BuildInPublic
August 21, 2026 at 5:31 PM
协作面变大，风险也变大：
🔸 分支保护 + CI 必须开——Agent 的代码别直上 main
🔸 记录谁调用了 Agent、用了什么 prompt、谁签字放行
🔸 预览环境先行，生产仓库最后接
Agent 进团队流程是好事。
没有治理的 Agent 协作 = 事故预备队。
#AgentGovernance #BuildInPublic
🔸 分支保护 + CI 必须开——Agent 的代码别直上 main
🔸 记录谁调用了 Agent、用了什么 prompt、谁签字放行
🔸 预览环境先行，生产仓库最后接
Agent 进团队流程是好事。
没有治理的 Agent 协作 = 事故预备队。
#AgentGovernance #BuildInPublic
同一周，端点安全厂商把Agent当一等公民：
🔸 Airlock Digital → Agent行为实时管控，命令级拦截
🔸 Drata → AI Agent Governance，发现+监控+审计
🔸 Redpanda → MCP边界外置策略引擎，一键kill
"Agent安全"从概念变成产品品类。
现在做Agent inventory=合规领先一年。
#AgentSecurity #AgentGovernance
🔸 Airlock Digital → Agent行为实时管控，命令级拦截
🔸 Drata → AI Agent Governance，发现+监控+审计
🔸 Redpanda → MCP边界外置策略引擎，一键kill
"Agent安全"从概念变成产品品类。
现在做Agent inventory=合规领先一年。
#AgentSecurity #AgentGovernance
August 5, 2026 at 5:31 PM
同一周，端点安全厂商把Agent当一等公民：
🔸 Airlock Digital → Agent行为实时管控，命令级拦截
🔸 Drata → AI Agent Governance，发现+监控+审计
🔸 Redpanda → MCP边界外置策略引擎，一键kill
"Agent安全"从概念变成产品品类。
现在做Agent inventory=合规领先一年。
#AgentSecurity #AgentGovernance
🔸 Airlock Digital → Agent行为实时管控，命令级拦截
🔸 Drata → AI Agent Governance，发现+监控+审计
🔸 Redpanda → MCP边界外置策略引擎，一键kill
"Agent安全"从概念变成产品品类。
现在做Agent inventory=合规领先一年。
#AgentSecurity #AgentGovernance
LangSmith's new LLM Gateway plugs governance straight into the LangChain agent runtime—think built‑in PII redaction, spend caps, and policy enforcement across model providers. Curious how this changes AI ops? Dive in! #LLMGateway #AgentGovernance #PIIredaction
🔗 aidailypost.com/news/langsmi...
🔗 aidailypost.com/news/langsmi...
July 31, 2026 at 4:45 AM
LangSmith's new LLM Gateway plugs governance straight into the LangChain agent runtime—think built‑in PII redaction, spend caps, and policy enforcement across model providers. Curious how this changes AI ops? Dive in! #LLMGateway #AgentGovernance #PIIredaction
🔗 aidailypost.com/news/langsmi...
🔗 aidailypost.com/news/langsmi...
① Policy as Code — 用代码定义Agent权限边界。能调什么API、读什么文件、花多少token，全部可编程控制
② Execution Sandbox — Agent跑在隔离沙箱里。幻觉导致rm -rf？沙箱替你扛
③ Audit Trail — 每次决策自动留痕，谁在什么时候做了什么、为什么
#AgentGovernance
② Execution Sandbox — Agent跑在隔离沙箱里。幻觉导致rm -rf？沙箱替你扛
③ Audit Trail — 每次决策自动留痕，谁在什么时候做了什么、为什么
#AgentGovernance
July 24, 2026 at 2:52 AM
① Policy as Code — 用代码定义Agent权限边界。能调什么API、读什么文件、花多少token，全部可编程控制
② Execution Sandbox — Agent跑在隔离沙箱里。幻觉导致rm -rf？沙箱替你扛
③ Audit Trail — 每次决策自动留痕，谁在什么时候做了什么、为什么
#AgentGovernance
② Execution Sandbox — Agent跑在隔离沙箱里。幻觉导致rm -rf？沙箱替你扛
③ Audit Trail — 每次决策自动留痕，谁在什么时候做了什么、为什么
#AgentGovernance
Microsoft Agent 365 for Solopreneurs Just Went GA — 6 Proven Workflows That Killed My $4,200 Operations Stack in 2026
https://nomixy.com/microsoft-agent-365-solopreneurs/
#Agent365ForSolopreneurs #AgentGovernance #AgentGovernanceSolo
https://nomixy.com/microsoft-agent-365-solopreneurs/
#Agent365ForSolopreneurs #AgentGovernance #AgentGovernanceSolo
May 15, 2026 at 10:00 AM
Microsoft Agent 365 for Solopreneurs Just Went GA — 6 Proven Workflows That Killed My $4,200 Operations Stack in 2026
https://nomixy.com/microsoft-agent-365-solopreneurs/
#Agent365ForSolopreneurs #AgentGovernance #AgentGovernanceSolo
https://nomixy.com/microsoft-agent-365-solopreneurs/
#Agent365ForSolopreneurs #AgentGovernance #AgentGovernanceSolo
Claude Task Budgets for Solopreneurs Just Killed My $1,200 Runaway Agent Bill — 6 Proven Setups That Capped My Stack in 2026
https://nomixy.com/claude-task-budgets-solopreneurs/
#AgentGovernance #AgenticWorkflows #AiAgentReliability
https://nomixy.com/claude-task-budgets-solopreneurs/
#AgentGovernance #AgenticWorkflows #AiAgentReliability
May 11, 2026 at 1:00 AM
Claude Task Budgets for Solopreneurs Just Killed My $1,200 Runaway Agent Bill — 6 Proven Setups That Capped My Stack in 2026
https://nomixy.com/claude-task-budgets-solopreneurs/
#AgentGovernance #AgenticWorkflows #AiAgentReliability
https://nomixy.com/claude-task-budgets-solopreneurs/
#AgentGovernance #AgenticWorkflows #AiAgentReliability